1011 Open Source Deep Learning Software Projects
Free and open source deep learning code projects including engines, APIs, generators, and tools.
Aymericdamien Tensorflow Examples 39039 ⭐
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Floodsung Deep Learning Papers Reading Roadmap 28474 ⭐
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Machine Learning For Software Engineers 24331 ⭐
A complete daily plan for studying to become a machine learning engineer.
Handson Ml 21280 ⭐
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Data Science Ipython Notebooks 19637 ⭐
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Real Time Voice Cloning 20955 ⭐
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Openpose 18866 ⭐
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Ml From Scratch 18174 ⭐
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Awesome Deep Learning 15996 ⭐
A curated list of awesome Deep Learning tutorials, projects and communities.
Mozilla Deepspeech 15417 ⭐
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
Awesome Datascience 14325 ⭐
:memo: An awesome Data Science repository to learn and apply for real world problems.
Cheatsheets Ai 13549 ⭐
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Ray Project Ray 13495 ⭐
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Paddle 13045 ⭐
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Pytorch Handbook 12717 ⭐
Labelimg 12178 ⭐
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Awesome Nlp 11078 ⭐
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome Pytorch List 10843 ⭐
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Machine Learning Tutorials 10710 ⭐
machine learning and deep learning tutorials, articles and other resources
Tensor2tensor 10488 ⭐
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
Nsfw_data_scraper 10396 ⭐
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
Dive Into Machine Learning 10177 ⭐
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Junyanz Cyclegan 10027 ⭐
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Stanford Tensorflow Tutorials 9697 ⭐
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
Ncnn 9824 ⭐
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Neural Doodle 9468 ⭐
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
Davisking Dlib 9491 ⭐
A toolkit for making real world machine learning and data analysis applications in C++
MediAPIpe 9228 ⭐
MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.
TfJS Core 8530 ⭐
Mit Deep Learning Book Pdf 8614 ⭐
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Deep Learning Drizzle 8493 ⭐
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Mit Deep Learning 7989 ⭐
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Chenyuntc Pytorch Book 8032 ⭐
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Pytorch Lightning 8901 ⭐
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Jaidedai Easyocr 8463 ⭐
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai
D2l En 7757 ⭐
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
Numerical Linear Algebra 7384 ⭐
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Uber Ludwig 7146 ⭐
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
First Order Model 8089 ⭐
This repository contains the source code for the paper First Order Motion Model for Image Animation
Nni 7302 ⭐
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
The Incredible Pytorch 7425 ⭐
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.